Pandas Profiling Report

Dataset statistics

Number of variables	28
Number of observations	29182
Missing cells	93232
Missing cells (%)	11.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.2 MiB
Average record size in memory	224.0 B

Variable types

Numeric	10
Text	10
Categorical	6
Unsupported	1
DateTime	1

Alerts

`Company Status (Active/Inactive)` has constant value ""	Constant
`SIC Code` is highly overall correlated with `8-Digit SIC Code`	High correlation
`8-Digit SIC Code` is highly overall correlated with `SIC Code`	High correlation
`Employees (Domestic Ultimate Total)` is highly overall correlated with `Employees (Global Ultimate Total)` and 2 other fields	High correlation
`Employees (Global Ultimate Total)` is highly overall correlated with `Employees (Domestic Ultimate Total)` and 2 other fields	High correlation
`Sales (Domestic Ultimate Total USD)` is highly overall correlated with `Employees (Domestic Ultimate Total)` and 2 other fields	High correlation
`Sales (Global Ultimate Total USD)` is highly overall correlated with `Employees (Domestic Ultimate Total)` and 2 other fields	High correlation
`Entity Type` is highly overall correlated with `Is Domestic Ultimate` and 1 other fields	High correlation
`Is Domestic Ultimate` is highly overall correlated with `Entity Type` and 1 other fields	High correlation
`Is Global Ultimate` is highly overall correlated with `Entity Type` and 1 other fields	High correlation
`Entity Type` is highly imbalanced (51.6%)	Imbalance
`Ownership Type` is highly imbalanced (91.3%)	Imbalance
`Year Found` has 434 (1.5%) missing values	Missing
`Parent Company` has 514 (1.8%) missing values	Missing
`Parent Country` has 520 (1.8%) missing values	Missing
`Square Footage` has 29182 (100.0%) missing values	Missing
`Employees (Single Site)` has 12403 (42.5%) missing values	Missing
`Employees (Global Ultimate Total)` has 2774 (9.5%) missing values	Missing
`Import/Export Status` has 22569 (77.3%) missing values	Missing
`Fiscal Year End` has 22445 (76.9%) missing values	Missing
`Global Ultimate Company` has 514 (1.8%) missing values	Missing
`Global Ultimate Country` has 523 (1.8%) missing values	Missing
`Domestic Ultimate Company` has 1035 (3.5%) missing values	Missing
`Employees (Single Site)` is highly skewed (γ1 = 36.26068396)	Skewed
`Employees (Domestic Ultimate Total)` is highly skewed (γ1 = 36.21641929)	Skewed
`Sales (Domestic Ultimate Total USD)` is highly skewed (γ1 = 26.26411238)	Skewed
`AccountID` has unique values	Unique
`Company` has unique values	Unique
`Square Footage` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-01-26 06:20:34.888838
Analysis finished	2024-01-26 06:20:47.491586
Duration	12.6 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

LATITUDE
Real number (ℝ)

Distinct	9305
Distinct (%)	32.0%
Missing	120
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.3206765

Minimum	1.2387923
Maximum	1.4698001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	1.2387923
5-th percentile	1.2757357
Q1	1.2846651
median	1.3097007
Q3	1.3378894
95-th percentile	1.427295
Maximum	1.4698001
Range	0.23100784
Interquartile range (IQR)	0.053224379

Descriptive statistics

Standard deviation	0.04373966
Coefficient of variation (CV)	0.033119132
Kurtosis	1.1054646
Mean	1.3206765
Median Absolute Deviation (MAD)	0.026397746
Skewness	1.2406998
Sum	38381.501
Variance	0.0019131578
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.275735681	736	2.5%
1.277630733	664	2.3%
1.27812791	338	1.2%
1.31881487	317	1.1%
1.28013747	261	0.9%
1.286394381	246	0.8%
1.282887374	186	0.6%
1.358579001	181	0.6%
1.295435698	177	0.6%
1.292220758	177	0.6%
Other values (9295)	25779	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.238792312	1	< 0.1%
1.240391637	2	< 0.1%
1.24040896	1	< 0.1%
1.240783982	1	< 0.1%
1.240926782	1	< 0.1%
1.241066162	1	< 0.1%
1.241366523	1	< 0.1%
1.241407809	1	< 0.1%
1.241651787	2	< 0.1%
1.241982688	1	< 0.1%

Value	Count	Frequency (%)
1.469800148	1	< 0.1%
1.469799738	2	< 0.1%
1.469281638	1	< 0.1%
1.469245574	1	< 0.1%
1.46889153	1	< 0.1%
1.468827737	2	< 0.1%
1.468386933	1	< 0.1%
1.468103855	1	< 0.1%
1.467945082	1	< 0.1%
1.467477028	1	< 0.1%

LONGITUDE
Real number (ℝ)

Distinct	9307
Distinct (%)	32.0%
Missing	120
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	103.84332

Minimum	103.61132
Maximum	104.00322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	103.61132
5-th percentile	103.74457
Q1	103.83187
median	103.84899
Q3	103.86592
95-th percentile	103.92567
Maximum	104.00322
Range	0.39189912
Interquartile range (IQR)	0.03404759

Descriptive statistics

Standard deviation	0.053757254
Coefficient of variation (CV)	0.00051767655
Kurtosis	2.1057524
Mean	103.84332
Median Absolute Deviation (MAD)	0.017008492
Skewness	-0.886304
Sum	3017894.7
Variance	0.0028898424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
103.8457032	736	2.5%
103.8475727	664	2.3%
103.8478546	338	1.2%
103.8925808	317	1.1%
103.8493164	261	0.9%
103.8489887	246	0.8%
103.8508488	186	0.6%
103.833601	181	0.6%
103.8583748	177	0.6%
103.8506126	177	0.6%
Other values (9297)	25779	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
103.611319	4	< 0.1%
103.6193581	1	< 0.1%
103.6225954	1	< 0.1%
103.6228141	1	< 0.1%
103.6229391	1	< 0.1%
103.6231306	2	< 0.1%
103.6231334	3	< 0.1%
103.6236092	1	< 0.1%
103.6236791	1	< 0.1%
103.6238669	1	< 0.1%

Value	Count	Frequency (%)
104.0032182	2	< 0.1%
104.0021063	1	< 0.1%
104.000953	1	< 0.1%
103.9999304	8	< 0.1%
103.9994268	12	< 0.1%
103.9977782	1	< 0.1%
103.9973054	3	< 0.1%
103.9971074	1	< 0.1%
103.9966959	1	< 0.1%
103.9958504	10	< 0.1%

AccountID
Text

UNIQUE

Distinct	29182
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

Length

Max length	16
Median length	15
Mean length	14.888904
Min length	11

Characters and Unicode

Total characters	434488
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29182 ?
Unique (%)	100.0%

Sample

1st row	LAKB2BID4559214
2nd row	LAKB2BID7610849
3rd row	LAKB2BID5461679
4th row	LAKB2BID5088529
5th row	LAKB2BID1268831

Value	Count	Frequency (%)
lakb2bid4559214	1	< 0.1%
lakb2bid4741194	1	< 0.1%
lakb2bid5088529	1	< 0.1%
lakb2bid1268831	1	< 0.1%
lakb2bid2264578	1	< 0.1%
lakb2bid1559931	1	< 0.1%
lakb2bid679914	1	< 0.1%
lakb2bid4688489	1	< 0.1%
lakb2bid5108278	1	< 0.1%
lakb2bid327378	1	< 0.1%
Other values (29172)	29172	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
B	58364	13.4%
2	49619	11.4%
L	29182	6.7%
A	29182	6.7%
K	29182	6.7%
I	29182	6.7%
D	29182	6.7%
8	20571	4.7%
1	20535	4.7%
4	20461	4.7%
Other values (6)	119028	27.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	230214	53.0%
Uppercase Letter	204274	47.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	49619	21.6%
8	20571	8.9%
1	20535	8.9%
4	20461	8.9%
3	20411	8.9%
6	20407	8.9%
5	20385	8.9%
7	20325	8.8%
9	20285	8.8%
0	17215	7.5%

Uppercase Letter

Value	Count	Frequency (%)
B	58364	28.6%
L	29182	14.3%
A	29182	14.3%
K	29182	14.3%
I	29182	14.3%
D	29182	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	230214	53.0%
Latin	204274	47.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	49619	21.6%
8	20571	8.9%
1	20535	8.9%
4	20461	8.9%
3	20411	8.9%
6	20407	8.9%
5	20385	8.9%
7	20325	8.8%
9	20285	8.8%
0	17215	7.5%

Latin

Value	Count	Frequency (%)
B	58364	28.6%
L	29182	14.3%
A	29182	14.3%
K	29182	14.3%
I	29182	14.3%
D	29182	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	434488	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	58364	13.4%
2	49619	11.4%
L	29182	6.7%
A	29182	6.7%
K	29182	6.7%
I	29182	6.7%
D	29182	6.7%
8	20571	4.7%
1	20535	4.7%
4	20461	4.7%
Other values (6)	119028	27.4%

Company
Text

UNIQUE

Distinct	29182
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

Length

Max length	89
Median length	67
Mean length	29.287198
Min length	8

Characters and Unicode

Total characters	854659
Distinct characters	44
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29182 ?
Unique (%)	100.0%

Sample

1st row	FRANK CONSULTING SERVICES PRIVATE LIMITED
2nd row	NEW DESERT ORCHID SHIPPING PTE. LTD.
3rd row	2MBAO BIOCELLBANK PTE. LTD.
4th row	NEWBLOOM PTE. LTD.
5th row	ASIA GREEN CAPITAL PTE. LTD.

Value	Count	Frequency (%)
pte	26565	19.7%
ltd	26400	19.6%
singapore	4465	3.3%
limited	2277	1.7%
asia	2223	1.6%
holdings	2091	1.6%
private	1256	0.9%
international	1217	0.9%
investment	1038	0.8%
	991	0.7%
Other values (20215)	66361	49.2%

Most occurring characters

Value	Count	Frequency (%)
	105702	12.4%
T	90136	10.5%
E	83341	9.8%
I	53054	6.2%
L	51602	6.0%
A	48466	5.7%
P	45855	5.4%
N	45842	5.4%
.	43770	5.1%
S	41125	4.8%
Other values (34)	245766	28.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	693268	81.1%
Space Separator	105702	12.4%
Other Punctuation	44946	5.3%
Open Punctuation	4043	0.5%
Close Punctuation	4041	0.5%
Decimal Number	1670	0.2%
Dash Punctuation	989	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	90136	13.0%
E	83341	12.0%
I	53054	7.7%
L	51602	7.4%
A	48466	7.0%
P	45855	6.6%
N	45842	6.6%
S	41125	5.9%
D	40939	5.9%
O	36349	5.2%
Other values (16)	156559	22.6%

Decimal Number

Value	Count	Frequency (%)
1	402	24.1%
2	343	20.5%
3	198	11.9%
0	160	9.6%
9	119	7.1%
8	113	6.8%
4	99	5.9%
7	84	5.0%
5	79	4.7%
6	73	4.4%

Other Punctuation

Value	Count	Frequency (%)
.	43770	97.4%
&	1088	2.4%
,	67	0.1%
/	21	< 0.1%

Space Separator

Value	Count	Frequency (%)
	105702	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4043	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4041	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	989	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	693268	81.1%
Common	161391	18.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	90136	13.0%
E	83341	12.0%
I	53054	7.7%
L	51602	7.4%
A	48466	7.0%
P	45855	6.6%
N	45842	6.6%
S	41125	5.9%
D	40939	5.9%
O	36349	5.2%
Other values (16)	156559	22.6%

Common

Value	Count	Frequency (%)
	105702	65.5%
.	43770	27.1%
(	4043	2.5%
)	4041	2.5%
&	1088	0.7%
-	989	0.6%
1	402	0.2%
2	343	0.2%
3	198	0.1%
0	160	0.1%
Other values (8)	655	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	854659	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	105702	12.4%
T	90136	10.5%
E	83341	9.8%
I	53054	6.2%
L	51602	6.0%
A	48466	5.7%
P	45855	5.4%
N	45842	5.4%
.	43770	5.1%
S	41125	4.8%
Other values (34)	245766	28.8%

SIC Code
Real number (ℝ)

HIGH CORRELATION

Distinct	582
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6169.2712

Minimum	132
Maximum	9721
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	132
5-th percentile	2819
Q1	5084
median	6719
Q3	7311
95-th percentile	8742
Maximum	9721
Range	9589
Interquartile range (IQR)	2227

Descriptive statistics

Standard deviation	1705.8455
Coefficient of variation (CV)	0.27650682
Kurtosis	0.40533603
Mean	6169.2712
Median Absolute Deviation (MAD)	985
Skewness	-0.66911754
Sum	1.8003167 × 10⁸
Variance	2909909
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6719	7753	26.6%
8742	1389	4.8%
7371	778	2.7%
4731	737	2.5%
7389	694	2.4%
5099	668	2.3%
8711	580	2.0%
6552	580	2.0%
4499	554	1.9%
5812	527	1.8%
Other values (572)	14922	51.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
132	3	< 0.1%
161	3	< 0.1%
179	2	< 0.1%
181	3	< 0.1%
191	3	< 0.1%
273	4	< 0.1%
711	3	< 0.1%
742	6	< 0.1%
751	2	< 0.1%
781	8	< 0.1%

Value	Count	Frequency (%)
9721	11	< 0.1%
9711	5	< 0.1%
9651	3	< 0.1%
9641	2	< 0.1%
9621	15	0.1%
9311	4	< 0.1%
9224	2	< 0.1%
9221	3	< 0.1%
9211	2	< 0.1%
9199	22	0.1%

Industry
Text

Distinct	580
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

Length

Max length	103
Median length	84
Mean length	43.921253
Min length	6

Characters and Unicode

Total characters	1281710
Distinct characters	57
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Employment Agencies
2nd row	Water Transportation of Freight, Not Elsewhere Classified
3rd row	Offices of Holding Companies, Not Elsewhere Classified
4th row	Offices of Holding Companies, Not Elsewhere Classified
5th row	Offices of Holding Companies, Not Elsewhere Classified

Value	Count	Frequency (%)
not	14110	8.8%
elsewhere	14110	8.8%
classified	14110	8.8%
and	10937	6.8%
of	10056	6.3%
offices	8768	5.5%
companies	8319	5.2%
holding	8243	5.2%
services	6727	4.2%
equipment	2087	1.3%
Other values (945)	62252	39.0%

Most occurring characters

Value	Count	Frequency (%)
e	143279	11.2%
	130537	10.2%
s	100653	7.9%
i	98668	7.7%
o	72227	5.6%
a	70281	5.5%
n	67425	5.3%
l	59683	4.7%
r	59132	4.6%
t	53586	4.2%
Other values (47)	426239	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	991295	77.3%
Uppercase Letter	138779	10.8%
Space Separator	130537	10.2%
Other Punctuation	19867	1.6%
Dash Punctuation	822	0.1%
Open Punctuation	205	< 0.1%
Close Punctuation	205	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	143279	14.5%
s	100653	10.2%
i	98668	10.0%
o	72227	7.3%
a	70281	7.1%
n	67425	6.8%
l	59683	6.0%
r	59132	6.0%
t	53586	5.4%
d	44652	4.5%
Other values (16)	221709	22.4%

Uppercase Letter

Value	Count	Frequency (%)
C	31447	22.7%
E	21352	15.4%
N	14662	10.6%
S	12850	9.3%
O	9625	6.9%
H	9314	6.7%
P	6548	4.7%
M	5558	4.0%
B	3654	2.6%
A	3612	2.6%
Other values (14)	20157	14.5%

Other Punctuation

Value	Count	Frequency (%)
,	19510	98.2%
'	345	1.7%
;	12	0.1%

Space Separator

Value	Count	Frequency (%)
	130537	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	822	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	205	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	205	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1130074	88.2%
Common	151636	11.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	143279	12.7%
s	100653	8.9%
i	98668	8.7%
o	72227	6.4%
a	70281	6.2%
n	67425	6.0%
l	59683	5.3%
r	59132	5.2%
t	53586	4.7%
d	44652	4.0%
Other values (40)	360488	31.9%

Common

Value	Count	Frequency (%)
	130537	86.1%
,	19510	12.9%
-	822	0.5%
'	345	0.2%
(	205	0.1%
)	205	0.1%
;	12	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1281710	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	143279	11.2%
	130537	10.2%
s	100653	7.9%
i	98668	7.7%
o	72227	5.6%
a	70281	5.5%
n	67425	5.3%
l	59683	4.7%
r	59132	4.6%
t	53586	4.2%
Other values (47)	426239	33.3%

8-Digit SIC Code
Real number (ℝ)

HIGH CORRELATION

Distinct	2255
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61690924

Minimum	1320000
Maximum	97219905
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	1320000
5-th percentile	28190000
Q1	50840000
median	67190000
Q3	73110000
95-th percentile	87420000
Maximum	97219905
Range	95899905
Interquartile range (IQR)	22270000

Descriptive statistics

Standard deviation	17057775
Coefficient of variation (CV)	0.27650381
Kurtosis	0.40538356
Mean	61690924
Median Absolute Deviation (MAD)	9849800
Skewness	-0.66926906
Sum	1.8002645 × 10¹²
Variance	2.909677 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67190000	6461	22.1%
67199901	1261	4.3%
87420000	1160	4.0%
50990000	622	2.1%
65520000	568	1.9%
67120000	490	1.7%
73890000	475	1.6%
73710000	466	1.6%
47310000	445	1.5%
87110000	438	1.5%
Other values (2245)	16796	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1320000	3	< 0.1%
1610000	3	< 0.1%
1790000	2	< 0.1%
1810000	3	< 0.1%
1910000	3	< 0.1%
2730000	4	< 0.1%
7119906	3	< 0.1%
7420000	6	< 0.1%
7510000	2	< 0.1%
7810000	5	< 0.1%

Value	Count	Frequency (%)
97219905	1	< 0.1%
97219903	1	< 0.1%
97210000	9	< 0.1%
97119907	1	< 0.1%
97110000	4	< 0.1%
96519903	1	< 0.1%
96510000	2	< 0.1%
96419901	2	< 0.1%
96219904	1	< 0.1%
96210300	3	< 0.1%

8-Digit SIC Description
Text

Distinct	2191
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

Length

Max length	63
Median length	57
Mean length	26.332499
Min length	3

Characters and Unicode

Total characters	768435
Distinct characters	63
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	953 ?
Unique (%)	3.3%

Sample

1st row	Employment agencies
2nd row	Water transportation of freight
3rd row	Holding companies, nec
4th row	Holding companies, nec
5th row	Holding companies, nec

Value	Count	Frequency (%)
nec	11864	12.2%
companies	8316	8.6%
holding	8244	8.5%
and	6461	6.6%
services	5135	5.3%
management	1827	1.9%
investment	1537	1.6%
consulting	1516	1.6%
equipment	1487	1.5%
computer	1478	1.5%
Other values (2001)	49308	50.7%

Most occurring characters

Value	Count	Frequency (%)
e	84085	10.9%
n	73909	9.6%
	67991	8.8%
i	54678	7.1%
s	52695	6.9%
a	48945	6.4%
c	44520	5.8%
o	43552	5.7%
t	37860	4.9%
r	37256	4.8%
Other values (53)	222944	29.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	653828	85.1%
Space Separator	67991	8.8%
Uppercase Letter	29378	3.8%
Other Punctuation	16773	2.2%
Dash Punctuation	317	< 0.1%
Open Punctuation	71	< 0.1%
Close Punctuation	71	< 0.1%
Decimal Number	6	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	84085	12.9%
n	73909	11.3%
i	54678	8.4%
s	52695	8.1%
a	48945	7.5%
c	44520	6.8%
o	43552	6.7%
t	37860	5.8%
r	37256	5.7%
l	26914	4.1%
Other values (16)	149414	22.9%

Uppercase Letter

Value	Count	Frequency (%)
H	6985	23.8%
C	3317	11.3%
M	2813	9.6%
S	2298	7.8%
I	2266	7.7%
E	1893	6.4%
B	1868	6.4%
F	1210	4.1%
P	1072	3.6%
D	1039	3.5%
Other values (14)	4617	15.7%

Other Punctuation

Value	Count	Frequency (%)
,	16428	97.9%
'	138	0.8%
:	128	0.8%
.	54	0.3%
/	15	0.1%
;	6	< 0.1%
&	4	< 0.1%

Decimal Number

Value	Count	Frequency (%)
0	5	83.3%
1	1	16.7%

Space Separator

Value	Count	Frequency (%)
	67991	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	317	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	71	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	71	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	683206	88.9%
Common	85229	11.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	84085	12.3%
n	73909	10.8%
i	54678	8.0%
s	52695	7.7%
a	48945	7.2%
c	44520	6.5%
o	43552	6.4%
t	37860	5.5%
r	37256	5.5%
l	26914	3.9%
Other values (40)	178792	26.2%

Common

Value	Count	Frequency (%)
	67991	79.8%
,	16428	19.3%
-	317	0.4%
'	138	0.2%
:	128	0.2%
(	71	0.1%
)	71	0.1%
.	54	0.1%
/	15	< 0.1%
;	6	< 0.1%
Other values (3)	10	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	768435	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	84085	10.9%
n	73909	9.6%
	67991	8.8%
i	54678	7.1%
s	52695	6.9%
a	48945	6.4%
c	44520	5.8%
o	43552	5.7%
t	37860	4.9%
r	37256	4.8%
Other values (53)	222944	29.0%

Year Found
Real number (ℝ)

MISSING

Distinct	106
Distinct (%)	0.4%
Missing	434
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	2004.5059

Minimum	1819
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	1819
5-th percentile	1978
Q1	1997
median	2008
Q3	2014
95-th percentile	2020
Maximum	2023
Range	204
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	13.464238
Coefficient of variation (CV)	0.0067169858
Kurtosis	4.4253388
Mean	2004.5059
Median Absolute Deviation (MAD)	8
Skewness	-1.4558864
Sum	57625536
Variance	181.2857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2011	1301	4.5%
2007	1267	4.3%
2010	1227	4.2%
2008	1116	3.8%
2018	1112	3.8%
2019	1069	3.7%
2017	1053	3.6%
2006	962	3.3%
2016	958	3.3%
2015	953	3.3%
Other values (96)	17730	60.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1819	1	< 0.1%
1887	2	< 0.1%
1890	1	< 0.1%
1898	1	< 0.1%
1906	1	< 0.1%
1908	2	< 0.1%
1910	1	< 0.1%
1911	1	< 0.1%
1912	2	< 0.1%
1917	3	< 0.1%

Value	Count	Frequency (%)
2023	98	0.3%
2022	412	1.4%
2021	690	2.4%
2020	789	2.7%
2019	1069	3.7%
2018	1112	3.8%
2017	1053	3.6%
2016	958	3.3%
2015	953	3.3%
2014	930	3.2%

Entity Type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

Subsidiary	20482
Parent	8258
Independent	432
Branch	10

Length

Max length	11
Median length	10
Mean length	8.8815023
Min length	6

Characters and Unicode

Total characters	259180
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Subsidiary
2nd row	Subsidiary
3rd row	Subsidiary
4th row	Subsidiary
5th row	Parent

Common Values

Value	Count	Frequency (%)
Subsidiary	20482	70.2%
Parent	8258	28.3%
Independent	432	1.5%
Branch	10	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
subsidiary	20482	70.2%
parent	8258	28.3%
independent	432	1.5%
branch	10	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	40964	15.8%
a	28750	11.1%
r	28750	11.1%
d	21346	8.2%
S	20482	7.9%
b	20482	7.9%
s	20482	7.9%
y	20482	7.9%
u	20482	7.9%
n	9564	3.7%
Other values (8)	27396	10.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	229998	88.7%
Uppercase Letter	29182	11.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	40964	17.8%
a	28750	12.5%
r	28750	12.5%
d	21346	9.3%
b	20482	8.9%
s	20482	8.9%
y	20482	8.9%
u	20482	8.9%
n	9564	4.2%
e	9554	4.2%
Other values (4)	9142	4.0%

Uppercase Letter

Value	Count	Frequency (%)
S	20482	70.2%
P	8258	28.3%
I	432	1.5%
B	10	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	259180	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	40964	15.8%
a	28750	11.1%
r	28750	11.1%
d	21346	8.2%
S	20482	7.9%
b	20482	7.9%
s	20482	7.9%
y	20482	7.9%
u	20482	7.9%
n	9564	3.7%
Other values (8)	27396	10.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	259180	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	40964	15.8%
a	28750	11.1%
r	28750	11.1%
d	21346	8.2%
S	20482	7.9%
b	20482	7.9%
s	20482	7.9%
y	20482	7.9%
u	20482	7.9%
n	9564	3.7%
Other values (8)	27396	10.6%

Parent Company
Text

MISSING

Distinct	17882
Distinct (%)	62.4%
Missing	514
Missing (%)	1.8%
Memory size	228.1 KiB

Length

Max length	86
Median length	69
Mean length	27.633319
Min length	4

Characters and Unicode

Total characters	792192
Distinct characters	94
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12417 ?
Unique (%)	43.3%

Sample

1st row	FRANK RECRUITMENT GROUP PRIVATE LTD.
2nd row	FORTITUDE SHIPPING PTE. LTD.
3rd row	MADISON LIGHTERS AND WATCHES CO LTD
4th row	WILMAR INTERNATIONAL LIMITED
5th row	ASIA GREEN CAPITAL PTE. LTD.

Value	Count	Frequency (%)
ltd	18644	15.4%
pte	17101	14.1%
limited	5626	4.6%
holdings	4514	3.7%
singapore	2003	1.7%
international	1762	1.5%
group	1693	1.4%
asia	1284	1.1%
private	1243	1.0%
holding	1150	0.9%
Other values (15332)	66313	54.7%

Most occurring characters

Value	Count	Frequency (%)
	92665	11.7%
T	70730	8.9%
E	64579	8.2%
I	52253	6.6%
L	47055	5.9%
N	40467	5.1%
A	39288	5.0%
D	37004	4.7%
O	34577	4.4%
S	34036	4.3%
Other values (84)	279538	35.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	598708	75.6%
Space Separator	92665	11.7%
Lowercase Letter	57777	7.3%
Other Punctuation	35018	4.4%
Open Punctuation	3034	0.4%
Close Punctuation	3032	0.4%
Decimal Number	1069	0.1%
Dash Punctuation	810	0.1%
Math Symbol	38	< 0.1%
Modifier Letter	23	< 0.1%
Other values (2)	18	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	6311	10.9%
e	5924	10.3%
i	5625	9.7%
o	4792	8.3%
t	4766	8.2%
a	4637	8.0%
r	4003	6.9%
l	3264	5.6%
s	2883	5.0%
d	2409	4.2%
Other values (20)	13163	22.8%

Uppercase Letter

Value	Count	Frequency (%)
T	70730	11.8%
E	64579	10.8%
I	52253	8.7%
L	47055	7.9%
N	40467	6.8%
A	39288	6.6%
D	37004	6.2%
O	34577	5.8%
S	34036	5.7%
P	33730	5.6%
Other values (18)	144989	24.2%

Other Punctuation

Value	Count	Frequency (%)
.	32525	92.9%
,	1372	3.9%
&	929	2.7%
/	97	0.3%
'	72	0.2%
*	10	< 0.1%
!	6	< 0.1%
@	3	< 0.1%
?	2	< 0.1%
:	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	218	20.4%
2	217	20.3%
3	155	14.5%
0	147	13.8%
8	84	7.9%
9	73	6.8%
4	59	5.5%
7	40	3.7%
5	39	3.6%
6	37	3.5%

Other Symbol

Value	Count	Frequency (%)
▀	5	31.2%
▄	3	18.8%
°	3	18.8%
╪	2	12.5%
╓	2	12.5%
╤	1	6.2%

Math Symbol

Value	Count	Frequency (%)
÷	25	65.8%
+	11	28.9%
⌠	2	5.3%

Space Separator

Value	Count	Frequency (%)
	92665	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3034	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3032	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	810	100.0%

Modifier Letter

Value	Count	Frequency (%)
ⁿ	23	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	656402	82.9%
Common	135686	17.1%
Greek	104	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	70730	10.8%
E	64579	9.8%
I	52253	8.0%
L	47055	7.2%
N	40467	6.2%
A	39288	6.0%
D	37004	5.6%
O	34577	5.3%
S	34036	5.2%
P	33730	5.1%
Other values (43)	202683	30.9%

Common

Value	Count	Frequency (%)
	92665	68.3%
.	32525	24.0%
(	3034	2.2%
)	3032	2.2%
,	1372	1.0%
&	929	0.7%
-	810	0.6%
1	218	0.2%
2	217	0.2%
3	155	0.1%
Other values (26)	729	0.5%

Greek

Value	Count	Frequency (%)
α	61	58.7%
Σ	29	27.9%
Θ	12	11.5%
φ	1	1.0%
δ	1	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	792019	> 99.9%
None	158	< 0.1%
Block Elements	8	< 0.1%
Box Drawing	5	< 0.1%
Misc Technical	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	92665	11.7%
T	70730	8.9%
E	64579	8.2%
I	52253	6.6%
L	47055	5.9%
N	40467	5.1%
A	39288	5.0%
D	37004	4.7%
O	34577	4.4%
S	34036	4.3%
Other values (68)	279365	35.3%

None

Value	Count	Frequency (%)
α	61	38.6%
Σ	29	18.4%
÷	25	15.8%
ⁿ	23	14.6%
Θ	12	7.6%
°	3	1.9%
µ	2	1.3%
φ	1	0.6%
δ	1	0.6%
·	1	0.6%

Block Elements

Value	Count	Frequency (%)
▀	5	62.5%
▄	3	37.5%

Box Drawing

Value	Count	Frequency (%)
╪	2	40.0%
╓	2	40.0%
╤	1	20.0%

Misc Technical

Value	Count	Frequency (%)
⌠	2	100.0%

Parent Country
Text

MISSING

Distinct	69
Distinct (%)	0.2%
Missing	520
Missing (%)	1.8%
Memory size	228.1 KiB

Length

Max length	24
Median length	9
Mean length	9.2221059
Min length	4

Characters and Unicode

Total characters	264324
Distinct characters	49
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	Singapore
2nd row	Singapore
3rd row	Hong Kong SAR
4th row	Singapore
5th row	Singapore

Value	Count	Frequency (%)
singapore	21283	66.2%
united	1627	5.1%
japan	909	2.8%
states	829	2.6%
kingdom	762	2.4%
netherlands	481	1.5%
hong	470	1.5%
kong	470	1.5%
sar	470	1.5%
germany	429	1.3%
Other values (75)	4412	13.7%

Most occurring characters

Value	Count	Frequency (%)
a	29668	11.2%
n	29141	11.0%
i	26748	10.1%
e	26718	10.1%
r	24318	9.2%
o	23426	8.9%
g	23377	8.8%
S	23076	8.7%
p	22370	8.5%
t	4862	1.8%
Other values (39)	30620	11.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	227297	86.0%
Uppercase Letter	32992	12.5%
Space Separator	3480	1.3%
Open Punctuation	233	0.1%
Close Punctuation	233	0.1%
Other Punctuation	89	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	29668	13.1%
n	29141	12.8%
i	26748	11.8%
e	26718	11.8%
r	24318	10.7%
o	23426	10.3%
g	23377	10.3%
p	22370	9.8%
t	4862	2.1%
d	4499	2.0%
Other values (14)	12170	5.4%

Uppercase Letter

Value	Count	Frequency (%)
S	23076	69.9%
U	1627	4.9%
K	1321	4.0%
I	993	3.0%
J	909	2.8%
A	813	2.5%
N	596	1.8%
R	562	1.7%
H	470	1.4%
C	463	1.4%
Other values (11)	2162	6.6%

Space Separator

Value	Count	Frequency (%)
	3480	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	233	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	233	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	89	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260289	98.5%
Common	4035	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	29668	11.4%
n	29141	11.2%
i	26748	10.3%
e	26718	10.3%
r	24318	9.3%
o	23426	9.0%
g	23377	9.0%
S	23076	8.9%
p	22370	8.6%
t	4862	1.9%
Other values (35)	26585	10.2%

Common

Value	Count	Frequency (%)
	3480	86.2%
(	233	5.8%
)	233	5.8%
,	89	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	264324	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	29668	11.2%
n	29141	11.0%
i	26748	10.1%
e	26718	10.1%
r	24318	9.2%
o	23426	8.9%
g	23377	8.8%
S	23076	8.7%
p	22370	8.5%
t	4862	1.8%
Other values (39)	30620	11.6%

Ownership Type
Categorical

IMBALANCE

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

Private	28250
Public	825
Public Sector	49
Partnership	45
Non-Corporates	9

Length

Max length	14
Median length	7
Mean length	6.990405
Min length	6

Characters and Unicode

Total characters	203994
Distinct characters	22
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Private
2nd row	Private
3rd row	Private
4th row	Private
5th row	Private

Common Values

Value	Count	Frequency (%)
Private	28250	96.8%
Public	825	2.8%
Public Sector	49	0.2%
Partnership	45	0.2%
Non-Corporates	9	< 0.1%
Nonprofit	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
private	28250	96.6%
public	874	3.0%
sector	49	0.2%
partnership	45	0.2%
non-corporates	9	< 0.1%
nonprofit	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	29173	14.3%
P	29169	14.3%
r	28411	13.9%
t	28357	13.9%
e	28353	13.9%
a	28304	13.9%
v	28250	13.8%
c	923	0.5%
u	874	0.4%
b	874	0.4%
Other values (12)	1306	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	174696	85.6%
Uppercase Letter	29240	14.3%
Space Separator	49	< 0.1%
Dash Punctuation	9	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	29173	16.7%
r	28411	16.3%
t	28357	16.2%
e	28353	16.2%
a	28304	16.2%
v	28250	16.2%
c	923	0.5%
u	874	0.5%
b	874	0.5%
l	874	0.5%
Other values (6)	303	0.2%

Uppercase Letter

Value	Count	Frequency (%)
P	29169	99.8%
S	49	0.2%
N	13	< 0.1%
C	9	< 0.1%

Space Separator

Value	Count	Frequency (%)
	49	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203936	> 99.9%
Common	58	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	29173	14.3%
P	29169	14.3%
r	28411	13.9%
t	28357	13.9%
e	28353	13.9%
a	28304	13.9%
v	28250	13.9%
c	923	0.5%
u	874	0.4%
b	874	0.4%
Other values (10)	1248	0.6%

Common

Value	Count	Frequency (%)
	49	84.5%
-	9	15.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203994	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	29173	14.3%
P	29169	14.3%
r	28411	13.9%
t	28357	13.9%
e	28353	13.9%
a	28304	13.9%
v	28250	13.8%
c	923	0.5%
u	874	0.4%
b	874	0.4%
Other values (12)	1306	0.6%

Company Description
Text

Distinct	28615
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

Length

Max length	3455
Median length	925
Mean length	265.45775
Min length	35

Characters and Unicode

Total characters	7746588
Distinct characters	82
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28599 ?
Unique (%)	98.0%

Sample

1st row	Frank Consulting Services Private Limited is primarily engaged in providing employment services, except theatrical employment agencies and motion picture casting bureaus. Establishments classified here may assist either employers or those seeking employment.
2nd row	New Desert Orchid Shipping Pte. Ltd. is primarily engaged in the transportation of freight on all inland waterways, including the intracoastal waterways on the Atlantic and Gulf Coasts.
3rd row	2Mbao Biocellbank Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.
4th row	Newbloom Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.
5th row	Asia Green Capital Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.

Value	Count	Frequency (%)
of	56965	5.1%
and	53892	4.8%
the	42770	3.8%
in	39652	3.6%
primarily	29698	2.7%
engaged	29029	2.6%
is	28857	2.6%
pte	26112	2.3%
ltd	25975	2.3%
or	19600	1.8%
Other values (23583)	760770	68.3%

Most occurring characters

Value	Count	Frequency (%)
	1084138	14.0%
e	727764	9.4%
i	628694	8.1%
n	526740	6.8%
s	489769	6.3%
t	468463	6.0%
a	462071	6.0%
o	458801	5.9%
r	455299	5.9%
d	248877	3.2%
Other values (72)	2195972	28.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6304530	81.4%
Space Separator	1084138	14.0%
Other Punctuation	183370	2.4%
Uppercase Letter	148761	1.9%
Close Punctuation	7554	0.1%
Open Punctuation	7553	0.1%
Decimal Number	5421	0.1%
Dash Punctuation	5237	0.1%
Currency Symbol	22	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
P	32219	21.7%
L	30731	20.7%
S	14023	9.4%
T	8621	5.8%
A	8228	5.5%
C	8031	5.4%
I	6952	4.7%
E	6622	4.5%
H	5197	3.5%
M	4440	3.0%
Other values (18)	23697	15.9%

Lowercase Letter

Value	Count	Frequency (%)
e	727764	11.5%
i	628694	10.0%
n	526740	8.4%
s	489769	7.8%
t	468463	7.4%
a	462071	7.3%
o	458801	7.3%
r	455299	7.2%
d	248877	3.9%
l	248291	3.9%
Other values (17)	1589761	25.2%

Other Punctuation

Value	Count	Frequency (%)
.	83400	45.5%
,	77869	42.5%
;	18862	10.3%
'	1432	0.8%
&	1081	0.6%
:	289	0.2%
/	190	0.1%
%	139	0.1%
"	102	0.1%
?	5	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	1370	25.3%
1	1231	22.7%
0	810	14.9%
3	660	12.2%
9	282	5.2%
6	233	4.3%
4	225	4.2%
5	221	4.1%
8	201	3.7%
7	188	3.5%

Space Separator

Value	Count	Frequency (%)
	1084138	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7554	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7553	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5237	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	22	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6453290	83.3%
Common	1293297	16.7%
Greek	1	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	727764	11.3%
i	628694	9.7%
n	526740	8.2%
s	489769	7.6%
t	468463	7.3%
a	462071	7.2%
o	458801	7.1%
r	455299	7.1%
d	248877	3.9%
l	248291	3.8%
Other values (44)	1738521	26.9%

Common

Value	Count	Frequency (%)
	1084138	83.8%
.	83400	6.4%
,	77869	6.0%
;	18862	1.5%
)	7554	0.6%
(	7553	0.6%
-	5237	0.4%
'	1432	0.1%
2	1370	0.1%
1	1231	0.1%
Other values (17)	4651	0.4%

Greek

Value	Count	Frequency (%)
Σ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7746221	> 99.9%
None	367	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1084138	14.0%
e	727764	9.4%
i	628694	8.1%
n	526740	6.8%
s	489769	6.3%
t	468463	6.0%
a	462071	6.0%
o	458801	5.9%
r	455299	5.9%
d	248877	3.2%
Other values (69)	2195605	28.3%

None

Value	Count	Frequency (%)
á	328	89.4%
Æ	38	10.4%
Σ	1	0.3%

Square Footage
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	29182
Missing (%)	100.0%
Memory size	228.1 KiB

Company Status (Active/Inactive)
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

Active	29182

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	175092
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Active
2nd row	Active
3rd row	Active
4th row	Active
5th row	Active

Common Values

Value	Count	Frequency (%)
Active	29182	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
active	29182	100.0%

Most occurring characters

Value	Count	Frequency (%)
A	29182	16.7%
c	29182	16.7%
t	29182	16.7%
i	29182	16.7%
v	29182	16.7%
e	29182	16.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	145910	83.3%
Uppercase Letter	29182	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
c	29182	20.0%
t	29182	20.0%
i	29182	20.0%
v	29182	20.0%
e	29182	20.0%

Uppercase Letter

Value	Count	Frequency (%)
A	29182	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	175092	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	29182	16.7%
c	29182	16.7%
t	29182	16.7%
i	29182	16.7%
v	29182	16.7%
e	29182	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	175092	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	29182	16.7%
c	29182	16.7%
t	29182	16.7%
i	29182	16.7%
v	29182	16.7%
e	29182	16.7%

Employees (Single Site)
Real number (ℝ)

MISSING SKEWED

Distinct	227
Distinct (%)	1.4%
Missing	12403
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%
Mean	36.856189

Minimum	1
Maximum	12000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	10
median	16
Q3	29
95-th percentile	100
Maximum	12000
Range	11999
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	173.33442
Coefficient of variation (CV)	4.7029935
Kurtosis	1888.0192
Mean	36.856189
Median Absolute Deviation (MAD)	6
Skewness	36.260684
Sum	618410
Variance	30044.821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	3523	12.1%
11	1447	5.0%
20	1258	4.3%
25	1180	4.0%
15	985	3.4%
30	701	2.4%
21	460	1.6%
50	348	1.2%
32	341	1.2%
5	340	1.2%
Other values (217)	6196	21.2%
(Missing)	12403	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	282	1.0%
2	263	0.9%
3	245	0.8%
4	218	0.7%
5	340	1.2%
6	178	0.6%
7	139	0.5%
8	205	0.7%
9	150	0.5%
10	3523	12.1%

Value	Count	Frequency (%)
12000	1	< 0.1%
7500	1	< 0.1%
6500	1	< 0.1%
6000	1	< 0.1%
5000	2	< 0.1%
4323	1	< 0.1%
3000	2	< 0.1%
2800	1	< 0.1%
2533	1	< 0.1%
2500	1	< 0.1%

Employees (Domestic Ultimate Total)
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	380
Distinct (%)	1.3%
Missing	79
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	139.76418

Minimum	1
Maximum	80000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	4
median	16
Q3	60
95-th percentile	400
Maximum	80000
Range	79999
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	1118.9392
Coefficient of variation (CV)	8.0059085
Kurtosis	2058.1394
Mean	139.76418
Median Absolute Deviation (MAD)	12
Skewness	36.216419
Sum	4067557
Variance	1252025
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	6474	22.2%
100	2050	7.0%
10	1921	6.6%
50	1469	5.0%
20	1287	4.4%
5	1260	4.3%
30	903	3.1%
15	796	2.7%
80	776	2.7%
11	653	2.2%
Other values (370)	11514	39.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	198	0.7%
2	531	1.8%
3	534	1.8%
4	6474	22.2%
5	1260	4.3%
6	445	1.5%
7	325	1.1%
8	585	2.0%
9	145	0.5%
10	1921	6.6%

Value	Count	Frequency (%)
80000	2	< 0.1%
40000	2	< 0.1%
35000	3	< 0.1%
22222	8	< 0.1%
12782	3	< 0.1%
12744	19	0.1%
12000	14	< 0.1%
11345	15	0.1%
10500	8	< 0.1%
9988	2	< 0.1%

Employees (Global Ultimate Total)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	2013
Distinct (%)	7.6%
Missing	2774
Missing (%)	9.5%
Infinite	0
Infinite (%)	0.0%
Mean	6994.6646

Minimum	1
Maximum	2190000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4
median	15
Q3	100
95-th percentile	23000
Maximum	2190000
Range	2189999
Interquartile range (IQR)	96

Descriptive statistics

Standard deviation	45394.62
Coefficient of variation (CV)	6.4898924
Kurtosis	645.6766
Mean	6994.6646
Median Absolute Deviation (MAD)	12
Skewness	19.101968
Sum	1.847151 × 10⁸
Variance	2.0606716 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	6435	22.1%
100	2002	6.9%
10	1344	4.6%
3	1205	4.1%
5	986	3.4%
80	743	2.5%
15	673	2.3%
20	636	2.2%
2	587	2.0%
8	495	1.7%
Other values (2003)	11302	38.7%
(Missing)	2774	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	193	0.7%
2	587	2.0%
3	1205	4.1%
4	6435	22.1%
5	986	3.4%
6	392	1.3%
7	280	1.0%
8	495	1.7%
9	130	0.4%
10	1344	4.6%

Value	Count	Frequency (%)
2190000	2	< 0.1%
1541000	4	< 0.1%
669275	7	< 0.1%
589109	10	< 0.1%
570060	1	< 0.1%
536000	4	< 0.1%
529000	2	< 0.1%
440000	1	< 0.1%
402000	2	< 0.1%
400000	18	0.1%

Sales (Domestic Ultimate Total USD)
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8346
Distinct (%)	28.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.5209921 × 10⁸

Minimum	-1.502631 × 10⁸
Maximum	3.184764 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	< 0.1%
Memory size	228.1 KiB

Quantile statistics

Minimum	-1.502631 × 10⁸
5-th percentile	327369
Q1	1026308
median	2606644
Q3	21769690
95-th percentile	9.70319 × 10⁸
Maximum	3.184764 × 10¹¹
Range	3.1862666 × 10¹¹
Interquartile range (IQR)	20743382

Descriptive statistics

Standard deviation	1.0196357 × 10¹⁰
Coefficient of variation (CV)	13.557197
Kurtosis	780.95227
Mean	7.5209921 × 10⁸
Median Absolute Deviation (MAD)	2221659
Skewness	26.264112
Sum	2.1947759 × 10¹³
Variance	1.0396569 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1026308	5977	20.5%
13076800	615	2.1%
384985	597	2.0%
2565770	426	1.5%
12828850	425	1.5%
18443540	364	1.2%
769731	278	1.0%
660690	272	0.9%
233248	186	0.6%
3162096	162	0.6%
Other values (8336)	19880	68.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-150263100	1	< 0.1%
-453533	1	< 0.1%
-166798	1	< 0.1%
46	2	< 0.1%
137	1	< 0.1%
139	2	< 0.1%
153	1	< 0.1%
168	2	< 0.1%
193	6	< 0.1%
496	1	< 0.1%

Value	Count	Frequency (%)
3.184764 × 10¹¹	2	< 0.1%
3.18 × 10¹¹	22	0.1%
1.71 × 10¹¹	1	< 0.1%
1.16 × 10¹¹	1	< 0.1%
1.14 × 10¹¹	1	< 0.1%
9.527987263 × 10¹⁰	6	< 0.1%
7.3398976 × 10¹⁰	82	0.3%
4.9200551 × 10¹⁰	1	< 0.1%
4.2489921 × 10¹⁰	1	< 0.1%
3.766219363 × 10¹⁰	1	< 0.1%

Sales (Global Ultimate Total USD)
Real number (ℝ)

HIGH CORRELATION

Distinct	7574
Distinct (%)	26.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9317714 × 10⁹

Minimum	1
Maximum	5.14 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	228.1 KiB

Quantile statistics

Minimum	1
5-th percentile	327369
Q1	1026308
median	3259582.5
Q3	1.4822582 × 10⁸
95-th percentile	1.5829213 × 10¹⁰
Maximum	5.14 × 10¹¹
Range	5.14 × 10¹¹
Interquartile range (IQR)	1.4719951 × 10⁸

Descriptive statistics

Standard deviation	2.1845886 × 10¹⁰
Coefficient of variation (CV)	5.5562452
Kurtosis	170.12266
Mean	3.9317714 × 10⁹
Median Absolute Deviation (MAD)	2968924.5
Skewness	11.341881
Sum	1.1473695 × 10¹⁴
Variance	4.7724273 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1026308	6026	20.6%
467565	742	2.5%
13076800	671	2.3%
384985	607	2.1%
18443540	377	1.3%
660690	275	0.9%
769731	272	0.9%
2668710	224	0.8%
355828	218	0.7%
233248	186	0.6%
Other values (7564)	19584	67.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
27	1	< 0.1%
137	1	< 0.1%
139	2	< 0.1%
364	1	< 0.1%
541	2	< 0.1%
839	1	< 0.1%
1039	1	< 0.1%
1262	2	< 0.1%

Value	Count	Frequency (%)
5.14 × 10¹¹	1	< 0.1%
5.13983 × 10¹¹	3	< 0.1%
4.14 × 10¹¹	1	< 0.1%
4.1368 × 10¹¹	2	< 0.1%
3.94 × 10¹¹	1	< 0.1%
3.81314 × 10¹¹	3	< 0.1%
3.81 × 10¹¹	19	0.1%
3.24162 × 10¹¹	1	< 0.1%
3.22467 × 10¹¹	1	< 0.1%
3.02 × 10¹¹	11	< 0.1%

Import/Export Status
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	22569
Missing (%)	77.3%
Memory size	228.1 KiB

Both Imports & Exports	4254
Exports	1681
Imports	678

Length

Max length	22
Median length	22
Mean length	16.649176
Min length	7

Characters and Unicode

Total characters	110101
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Exports
2nd row	Both Imports & Exports
3rd row	Both Imports & Exports
4th row	Both Imports & Exports
5th row	Both Imports & Exports

Common Values

Value	Count	Frequency (%)
Both Imports & Exports	4254	14.6%
Exports	1681	5.8%
Imports	678	2.3%
(Missing)	22569	77.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
exports	5935	30.6%
imports	4932	25.5%
both	4254	22.0%
	4254	22.0%

Most occurring characters

Value	Count	Frequency (%)
o	15121	13.7%
t	15121	13.7%
	12762	11.6%
p	10867	9.9%
r	10867	9.9%
s	10867	9.9%
E	5935	5.4%
x	5935	5.4%
I	4932	4.5%
m	4932	4.5%
Other values (3)	12762	11.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	77964	70.8%
Uppercase Letter	15121	13.7%
Space Separator	12762	11.6%
Other Punctuation	4254	3.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	15121	19.4%
t	15121	19.4%
p	10867	13.9%
r	10867	13.9%
s	10867	13.9%
x	5935	7.6%
m	4932	6.3%
h	4254	5.5%

Uppercase Letter

Value	Count	Frequency (%)
E	5935	39.3%
I	4932	32.6%
B	4254	28.1%

Space Separator

Value	Count	Frequency (%)
	12762	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	4254	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	93085	84.5%
Common	17016	15.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	15121	16.2%
t	15121	16.2%
p	10867	11.7%
r	10867	11.7%
s	10867	11.7%
E	5935	6.4%
x	5935	6.4%
I	4932	5.3%
m	4932	5.3%
B	4254	4.6%

Common

Value	Count	Frequency (%)
	12762	75.0%
&	4254	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110101	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	15121	13.7%
t	15121	13.7%
	12762	11.6%
p	10867	9.9%
r	10867	9.9%
s	10867	9.9%
E	5935	5.4%
x	5935	5.4%
I	4932	4.5%
m	4932	4.5%
Other values (3)	12762	11.6%

Fiscal Year End
Date

MISSING

Distinct	115
Distinct (%)	1.7%
Missing	22445
Missing (%)	76.9%
Memory size	228.1 KiB

Minimum	2018-01-31 05:00:00+00:00
Maximum	2023-06-30 04:00:00+00:00

Histogram

Histogram with fixed size bins (bins=50)

Global Ultimate Company
Text

MISSING

Distinct	14145
Distinct (%)	49.3%
Missing	514
Missing (%)	1.8%
Memory size	228.1 KiB

Length

Max length	119
Median length	83
Mean length	26.54008
Min length	3

Characters and Unicode

Total characters	760851
Distinct characters	91
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8639 ?
Unique (%)	30.1%

Sample

1st row	FINDERS HOLDCO LIMITED
2nd row	PETREDEC PTE. LIMITED
3rd row	MADISON LIGHTERS AND WATCHES CO LTD
4th row	WILMAR INTERNATIONAL LIMITED
5th row	ASIA GREEN CAPITAL PTE. LTD.

Value	Count	Frequency (%)
ltd	16312	14.0%
pte	14468	12.5%
limited	5560	4.8%
holdings	4762	4.1%
group	2031	1.7%
singapore	1671	1.4%
corporation	1516	1.3%
inc	1330	1.1%
international	1214	1.0%
private	1188	1.0%
Other values (13722)	66138	56.9%

Most occurring characters

Value	Count	Frequency (%)
	87522	11.5%
T	62890	8.3%
E	58598	7.7%
I	50071	6.6%
L	42971	5.6%
N	37406	4.9%
A	35041	4.6%
D	33772	4.4%
O	32894	4.3%
S	31350	4.1%
Other values (81)	288336	37.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	555144	73.0%
Space Separator	87522	11.5%
Lowercase Letter	77907	10.2%
Other Punctuation	33229	4.4%
Open Punctuation	2495	0.3%
Close Punctuation	2494	0.3%
Decimal Number	1048	0.1%
Dash Punctuation	818	0.1%
Math Symbol	105	< 0.1%
Other Symbol	50	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	8374	10.7%
e	7633	9.8%
o	7339	9.4%
i	7266	9.3%
t	6321	8.1%
a	5780	7.4%
r	5668	7.3%
s	3974	5.1%
l	3892	5.0%
d	3213	4.1%
Other values (20)	18447	23.7%

Uppercase Letter

Value	Count	Frequency (%)
T	62890	11.3%
E	58598	10.6%
I	50071	9.0%
L	42971	7.7%
N	37406	6.7%
A	35041	6.3%
D	33772	6.1%
O	32894	5.9%
S	31350	5.6%
P	30918	5.6%
Other values (19)	139233	25.1%

Decimal Number

Value	Count	Frequency (%)
2	222	21.2%
0	186	17.7%
1	185	17.7%
3	155	14.8%
8	64	6.1%
9	60	5.7%
4	60	5.7%
5	43	4.1%
7	37	3.5%
6	36	3.4%

Other Punctuation

Value	Count	Frequency (%)
.	29747	89.5%
,	1921	5.8%
&	970	2.9%
'	529	1.6%
/	47	0.1%
*	10	< 0.1%
@	2	< 0.1%
!	2	< 0.1%
:	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
÷	89	84.8%
+	14	13.3%
±	1	1.0%
∩	1	1.0%

Other Symbol

Value	Count	Frequency (%)
°	37	74.0%
▄	8	16.0%
▀	4	8.0%
╔	1	2.0%

Space Separator

Value	Count	Frequency (%)
	87522	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2495	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2494	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	818	100.0%

Modifier Letter

Value	Count	Frequency (%)
ⁿ	39	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	632952	83.2%
Common	127763	16.8%
Greek	136	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	62890	9.9%
E	58598	9.3%
I	50071	7.9%
L	42971	6.8%
N	37406	5.9%
A	35041	5.5%
D	33772	5.3%
O	32894	5.2%
S	31350	5.0%
P	30918	4.9%
Other values (44)	217041	34.3%

Common

Value	Count	Frequency (%)
	87522	68.5%
.	29747	23.3%
(	2495	2.0%
)	2494	2.0%
,	1921	1.5%
&	970	0.8%
-	818	0.6%
'	529	0.4%
2	222	0.2%
0	186	0.1%
Other values (22)	859	0.7%

Greek

Value	Count	Frequency (%)
α	62	45.6%
Σ	51	37.5%
Θ	20	14.7%
Φ	2	1.5%
σ	1	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	760530	> 99.9%
None	307	< 0.1%
Block Elements	12	< 0.1%
Box Drawing	1	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	87522	11.5%
T	62890	8.3%
E	58598	7.7%
I	50071	6.6%
L	42971	5.7%
N	37406	4.9%
A	35041	4.6%
D	33772	4.4%
O	32894	4.3%
S	31350	4.1%
Other values (66)	288015	37.9%

None

Value	Count	Frequency (%)
÷	89	29.0%
α	62	20.2%
Σ	51	16.6%
ⁿ	39	12.7%
°	37	12.1%
Θ	20	6.5%
ß	3	1.0%
µ	2	0.7%
Φ	2	0.7%
±	1	0.3%

Block Elements

Value	Count	Frequency (%)
▄	8	66.7%
▀	4	33.3%

Box Drawing

Value	Count	Frequency (%)
╔	1	100.0%

Math Operators

Value	Count	Frequency (%)
∩	1	100.0%

Global Ultimate Country
Text

MISSING

Distinct	74
Distinct (%)	0.3%
Missing	523
Missing (%)	1.8%
Memory size	228.1 KiB

Length

Max length	24
Median length	9
Mean length	9.2855996
Min length	4

Characters and Unicode

Total characters	266116
Distinct characters	50
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	United Kingdom
2nd row	Singapore
3rd row	Hong Kong SAR
4th row	Singapore
5th row	Singapore

Value	Count	Frequency (%)
singapore	19234	58.3%
united	2454	7.4%
states	1590	4.8%
japan	1232	3.7%
kingdom	815	2.5%
islands	735	2.2%
germany	536	1.6%
india	458	1.4%
virgin	448	1.4%
british	448	1.4%
Other values (80)	5025	15.2%

Most occurring characters

Value	Count	Frequency (%)
a	30791	11.6%
n	28840	10.8%
i	27047	10.2%
e	26393	9.9%
r	22990	8.6%
S	21439	8.1%
g	21070	7.9%
o	20993	7.9%
p	20699	7.8%
t	7273	2.7%
Other values (40)	38581	14.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	227590	85.5%
Uppercase Letter	33201	12.5%
Space Separator	4316	1.6%
Close Punctuation	448	0.2%
Open Punctuation	448	0.2%
Other Punctuation	113	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	30791	13.5%
n	28840	12.7%
i	27047	11.9%
e	26393	11.6%
r	22990	10.1%
g	21070	9.3%
o	20993	9.2%
p	20699	9.1%
t	7273	3.2%
d	5666	2.5%
Other values (14)	15828	7.0%

Uppercase Letter

Value	Count	Frequency (%)
S	21439	64.6%
U	2454	7.4%
I	1417	4.3%
J	1233	3.7%
K	1100	3.3%
C	863	2.6%
B	696	2.1%
A	546	1.6%
G	537	1.6%
M	512	1.5%
Other values (12)	2404	7.2%

Space Separator

Value	Count	Frequency (%)
	4316	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	448	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	448	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	113	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260791	98.0%
Common	5325	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	30791	11.8%
n	28840	11.1%
i	27047	10.4%
e	26393	10.1%
r	22990	8.8%
S	21439	8.2%
g	21070	8.1%
o	20993	8.0%
p	20699	7.9%
t	7273	2.8%
Other values (36)	33256	12.8%

Common

Value	Count	Frequency (%)
	4316	81.1%
)	448	8.4%
(	448	8.4%
,	113	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	266116	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	30791	11.6%
n	28840	10.8%
i	27047	10.2%
e	26393	9.9%
r	22990	8.6%
S	21439	8.1%
g	21070	7.9%
o	20993	7.9%
p	20699	7.8%
t	7273	2.7%
Other values (40)	38581	14.5%

Domestic Ultimate Company
Text

MISSING

Distinct	15597
Distinct (%)	55.4%
Missing	1035
Missing (%)	3.5%
Memory size	228.1 KiB

Length

Max length	89
Median length	67
Mean length	29.027037
Min length	8

Characters and Unicode

Total characters	817024
Distinct characters	49
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10700 ?
Unique (%)	38.0%

Sample

1st row	FRANK RECRUITMENT GROUP PRIVATE LTD.
2nd row	2MBAO BIOCELLBANK PTE. LTD.
3rd row	WILMAR INTERNATIONAL LIMITED
4th row	ASIA GREEN CAPITAL PTE. LTD.
5th row	QUETZAL CAPITAL PTE. LTD.

Value	Count	Frequency (%)
ltd	22946	18.1%
pte	22499	17.8%
singapore	5233	4.1%
limited	4372	3.5%
holdings	4177	3.3%
asia	2389	1.9%
group	1479	1.2%
international	1364	1.1%
private	1283	1.0%
investment	945	0.7%
Other values (14110)	59774	47.3%

Most occurring characters

Value	Count	Frequency (%)
	98314	12.0%
T	81343	10.0%
E	76075	9.3%
I	57727	7.1%
L	50029	6.1%
A	45362	5.6%
N	45008	5.5%
P	42529	5.2%
D	40068	4.9%
S	39853	4.9%
Other values (39)	240716	29.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	669335	81.9%
Space Separator	98314	12.0%
Other Punctuation	39480	4.8%
Open Punctuation	4055	0.5%
Close Punctuation	4054	0.5%
Decimal Number	1029	0.1%
Dash Punctuation	752	0.1%
Math Symbol	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	81343	12.2%
E	76075	11.4%
I	57727	8.6%
L	50029	7.5%
A	45362	6.8%
N	45008	6.7%
P	42529	6.4%
D	40068	6.0%
S	39853	6.0%
O	38167	5.7%
Other values (16)	153174	22.9%

Decimal Number

Value	Count	Frequency (%)
2	215	20.9%
1	193	18.8%
0	179	17.4%
3	150	14.6%
8	68	6.6%
9	63	6.1%
4	49	4.8%
6	38	3.7%
7	38	3.7%
5	36	3.5%

Other Punctuation

Value	Count	Frequency (%)
.	37903	96.0%
&	821	2.1%
'	654	1.7%
,	86	0.2%
*	10	< 0.1%
/	3	< 0.1%
!	2	< 0.1%
:	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	98314	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4055	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4054	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	752	100.0%

Math Symbol

Value	Count	Frequency (%)
+	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	669335	81.9%
Common	147689	18.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	81343	12.2%
E	76075	11.4%
I	57727	8.6%
L	50029	7.5%
A	45362	6.8%
N	45008	6.7%
P	42529	6.4%
D	40068	6.0%
S	39853	6.0%
O	38167	5.7%
Other values (16)	153174	22.9%

Common

Value	Count	Frequency (%)
	98314	66.6%
.	37903	25.7%
(	4055	2.7%
)	4054	2.7%
&	821	0.6%
-	752	0.5%
'	654	0.4%
2	215	0.1%
1	193	0.1%
0	179	0.1%
Other values (13)	549	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	817024	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	98314	12.0%
T	81343	10.0%
E	76075	9.3%
I	57727	7.1%
L	50029	6.1%
A	45362	5.6%
N	45008	5.5%
P	42529	5.2%
D	40068	4.9%
S	39853	4.9%
Other values (39)	240716	29.5%

Is Domestic Ultimate
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

1.0	14593
0.0	14589

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	87546
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	14593	50.0%
0.0	14589	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	14593	50.0%
0.0	14589	50.0%

Most occurring characters

Value	Count	Frequency (%)
0	43771	50.0%
.	29182	33.3%
1	14593	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	58364	66.7%
Other Punctuation	29182	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43771	75.0%
1	14593	25.0%

Other Punctuation

Value	Count	Frequency (%)
.	29182	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	87546	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	43771	50.0%
.	29182	33.3%
1	14593	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	87546	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	43771	50.0%
.	29182	33.3%
1	14593	16.7%

Is Global Ultimate
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	228.1 KiB

0.0	21675
1.0	7507

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	87546
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	21675	74.3%
1.0	7507	25.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	21675	74.3%
1.0	7507	25.7%

Most occurring characters

Value	Count	Frequency (%)
0	50857	58.1%
.	29182	33.3%
1	7507	8.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	58364	66.7%
Other Punctuation	29182	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	50857	87.1%
1	7507	12.9%

Other Punctuation

Value	Count	Frequency (%)
.	29182	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	87546	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	50857	58.1%
.	29182	33.3%
1	7507	8.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	87546	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	50857	58.1%
.	29182	33.3%
1	7507	8.6%

Auto

Heatmap
Table

	LATITUDE	LONGITUDE	SIC Code	8-Digit SIC Code	Year Found	Employees (Single Site)	Employees (Domestic Ultimate Total)	Employees (Global Ultimate Total)	Sales (Domestic Ultimate Total USD)	Sales (Global Ultimate Total USD)	Entity Type	Ownership Type	Import/Export Status	Is Domestic Ultimate	Is Global Ultimate
LATITUDE	1.000	0.081	-0.093	-0.086	-0.040	0.148	0.071	0.066	0.025	0.020	0.029	0.000	0.000	0.014	0.040
LONGITUDE	0.081	1.000	0.005	0.006	-0.006	0.037	-0.003	0.000	-0.005	-0.003	0.025	0.001	0.009	0.010	0.036
SIC Code	-0.093	0.005	1.000	0.996	0.227	-0.225	-0.149	-0.126	-0.233	-0.165	0.138	0.152	0.373	0.093	0.186
8-Digit SIC Code	-0.086	0.006	0.996	1.000	0.210	-0.224	-0.136	-0.115	-0.221	-0.156	0.138	0.152	0.373	0.093	0.186
Year Found	-0.040	-0.006	0.227	0.210	1.000	-0.093	-0.259	-0.234	-0.297	-0.247	0.075	0.127	0.068	0.056	0.117
Employees (Single Site)	0.148	0.037	-0.225	-0.224	-0.093	1.000	0.313	0.111	0.167	0.087	0.000	0.037	0.006	0.000	0.000
Employees (Domestic Ultimate Total)	0.071	-0.003	-0.149	-0.136	-0.259	0.313	1.000	0.739	0.725	0.575	0.028	0.000	0.000	0.039	0.018
Employees (Global Ultimate Total)	0.066	0.000	-0.126	-0.115	-0.234	0.111	0.739	1.000	0.570	0.841	0.038	0.000	0.017	0.053	0.057
Sales (Domestic Ultimate Total USD)	0.025	-0.005	-0.233	-0.221	-0.297	0.167	0.725	0.570	1.000	0.690	0.017	0.000	0.008	0.058	0.035
Sales (Global Ultimate Total USD)	0.020	-0.003	-0.165	-0.156	-0.247	0.087	0.575	0.841	0.690	1.000	0.047	0.000	0.000	0.042	0.082
Entity Type	0.029	0.025	0.138	0.138	0.075	0.000	0.028	0.038	0.017	0.047	1.000	0.075	0.035	0.519	0.937
Ownership Type	0.000	0.001	0.152	0.152	0.127	0.037	0.000	0.000	0.000	0.000	0.075	1.000	0.043	0.063	0.107
Import/Export Status	0.000	0.009	0.373	0.373	0.068	0.006	0.000	0.017	0.008	0.000	0.035	0.043	1.000	0.108	0.055
Is Domestic Ultimate	0.014	0.010	0.093	0.093	0.056	0.000	0.039	0.053	0.058	0.042	0.519	0.063	0.108	1.000	0.588
Is Global Ultimate	0.040	0.036	0.186	0.186	0.117	0.000	0.018	0.057	0.035	0.082	0.937	0.107	0.055	0.588	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	LATITUDE	LONGITUDE	AccountID	Company	SIC Code	Industry	8-Digit SIC Code	8-Digit SIC Description	Year Found	Entity Type	Parent Company	Parent Country	Ownership Type	Company Description	Square Footage	Company Status (Active/Inactive)	Employees (Single Site)	Employees (Domestic Ultimate Total)	Employees (Global Ultimate Total)	Sales (Domestic Ultimate Total USD)	Sales (Global Ultimate Total USD)	Import/Export Status	Fiscal Year End	Global Ultimate Company	Global Ultimate Country	Domestic Ultimate Company	Is Domestic Ultimate	Is Global Ultimate
0	1.285495	103.843852	LAKB2BID4559214	FRANK CONSULTING SERVICES PRIVATE LIMITED	7361.0	Employment Agencies	73610000.0	Employment agencies	2020.0	Subsidiary	FRANK RECRUITMENT GROUP PRIVATE LTD.	Singapore	Private	Frank Consulting Services Private Limited is primarily engaged in providing employment services, except theatrical employment agencies and motion picture casting bureaus. Establishments classified here may assist either employers or those seeking employment.	NaN	Active	15.0	25.0	NaN	2.209224e+06	4.637871e+06	NaN	NaN	FINDERS HOLDCO LIMITED	United Kingdom	FRANK RECRUITMENT GROUP PRIVATE LTD.	0.0	0.0
1	1.291294	103.827476	LAKB2BID7610849	NEW DESERT ORCHID SHIPPING PTE. LTD.	4449.0	Water Transportation of Freight, Not Elsewhere Classified	44490000.0	Water transportation of freight	2015.0	Subsidiary	FORTITUDE SHIPPING PTE. LTD.	Singapore	Private	New Desert Orchid Shipping Pte. Ltd. is primarily engaged in the transportation of freight on all inland waterways, including the intracoastal waterways on the Atlantic and Gulf Coasts.	NaN	Active	39.0	100.0	100.0	7.093536e+09	7.093536e+09	NaN	NaN	PETREDEC PTE. LIMITED	Singapore	NaN	0.0	0.0
2	1.300144	103.857517	LAKB2BID5461679	2MBAO BIOCELLBANK PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	1993.0	Subsidiary	MADISON LIGHTERS AND WATCHES CO LTD	Hong Kong SAR	Private	2Mbao Biocellbank Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	4.0	4.0	4.0	1.026308e+06	1.026308e+06	NaN	NaN	MADISON LIGHTERS AND WATCHES CO LTD	Hong Kong SAR	2MBAO BIOCELLBANK PTE. LTD.	1.0	0.0
3	1.300785	103.791263	LAKB2BID5088529	NEWBLOOM PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	2006.0	Subsidiary	WILMAR INTERNATIONAL LIMITED	Singapore	Private	Newbloom Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	10.0	100.0	100.0	7.339898e+10	7.339898e+10	NaN	NaN	WILMAR INTERNATIONAL LIMITED	Singapore	WILMAR INTERNATIONAL LIMITED	0.0	0.0
4	1.298759	103.859430	LAKB2BID1268831	ASIA GREEN CAPITAL PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	2006.0	Parent	ASIA GREEN CAPITAL PTE. LTD.	Singapore	Private	Asia Green Capital Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	NaN	4.0	4.0	4.322130e+05	4.322130e+05	Exports	NaN	ASIA GREEN CAPITAL PTE. LTD.	Singapore	ASIA GREEN CAPITAL PTE. LTD.	1.0	1.0
5	1.444773	103.812740	LAKB2BID2264578	SEMCO SALVAGE (V) PTE LTD	4959.0	Sanitary Services, Not Elsewhere Classified	49590000.0	Sanitary services, nec	1986.0	Subsidiary	PACC OFFSHORE SERVICES HOLDINGS LTD.	Singapore	Private	Semco Salvage (V) Pte Ltd is primarily engaged in furnishing sanitary services, not elsewhere classified.	NaN	Active	300.0	4.0	4.0	1.026308e+06	1.026308e+06	NaN	NaN	QUETZAL CAPITAL PTE. LTD.	Singapore	QUETZAL CAPITAL PTE. LTD.	0.0	0.0
6	1.317979	103.843477	LAKB2BID1559931	SANOFI-SYNTHELABO SINGAPORE PTE LTD	5122.0	Drugs, Drug Proprietaries, and Druggists' Sundries	51220308.0	Pharmaceuticals	1989.0	Subsidiary	SANOFI-AVENTIS SINGAPORE PTE. LTD.	Singapore	Private	Sanofi-Synthelabo Singapore Pte Ltd is primarily engaged in the wholesale distribution of prescription drugs, proprietary drugs, druggists' sundries, and toiletries.	NaN	Active	100.0	119.0	NaN	5.025090e+09	3.633030e+08	Both Imports & Exports	NaN	SANOFI	France	SANOFI-AVENTIS SINGAPORE PTE. LTD.	0.0	0.0
7	1.282887	103.850849	LAKB2BID679914	SOLARIS PARTNERS PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	2010.0	Subsidiary	GEMINI PARTNERS PTE. LTD.	Singapore	Private	Solaris Partners Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	10.0	4.0	4.0	1.026308e+06	1.026308e+06	NaN	NaN	GEMINI PARTNERS PTE. LTD.	Singapore	NaN	0.0	0.0
8	1.318815	103.892581	LAKB2BID4688489	FMC TECHNOLOGIES GLOBAL SERVICES PTE. LTD.	7361.0	Employment Agencies	73610102.0	Labor contractors (employment agency)	2013.0	Subsidiary	FMC Technologies Global B.V.	Netherlands	Private	Fmc Technologies Global Services Pte. Ltd. is primarily engaged in providing employment services, except theatrical employment agencies and motion picture casting bureaus. Establishments classified here may assist either employers or those seeking employment.	NaN	Active	15.0	15.0	NaN	6.493420e+05	6.725700e+09	NaN	NaN	TECHNIPFMC PLC	United Kingdom	FMC TECHNOLOGIES GLOBAL SERVICES PTE. LTD.	1.0	0.0
9	1.282957	103.816935	LAKB2BID5108278	FALCON OILFIELD SERVICES PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	2004.0	Subsidiary	FALCON ENERGY GROUP LIMITED	Singapore	Private	Falcon Oilfield Services Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	NaN	150.0	150.0	3.424410e+08	3.424410e+08	NaN	NaN	FALCON ENERGY GROUP LIMITED	Singapore	FALCON ENERGY GROUP LIMITED	0.0	0.0

	LATITUDE	LONGITUDE	AccountID	Company	SIC Code	Industry	8-Digit SIC Code	8-Digit SIC Description	Year Found	Entity Type	Parent Company	Parent Country	Ownership Type	Company Description	Square Footage	Company Status (Active/Inactive)	Employees (Single Site)	Employees (Domestic Ultimate Total)	Employees (Global Ultimate Total)	Sales (Domestic Ultimate Total USD)	Sales (Global Ultimate Total USD)	Import/Export Status	Fiscal Year End	Global Ultimate Company	Global Ultimate Country	Domestic Ultimate Company	Is Domestic Ultimate	Is Global Ultimate
29172	1.352457	103.757745	LAKB2BID5317488	SALOBO INVESTMENTS PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	2019.0	Parent	SALOBO INVESTMENTS PTE. LTD.	Singapore	Private	Salobo Investments Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	NaN	4.0	4.0	1026308.0	1.026308e+06	NaN	NaN	SALOBO INVESTMENTS PTE. LTD.	Singapore	SALOBO INVESTMENTS PTE. LTD.	1.0	1.0
29173	1.332127	103.757841	LAKB2BID8566146	UNIVERSAL LEAF (ASIA) PTE LTD	5159.0	Farm-Product Raw Materials, Not Elsewhere Classified	51590602.0	Tobacco, leaf	1997.0	Subsidiary	Universal Corporation	United States	Private	Universal Leaf (Asia) Pte Ltd is primarily engaged in buying and/or marketing farm products, not elsewhere classified.	NaN	Active	NaN	12.0	25000.0	267414.0	2.569824e+09	Both Imports & Exports	NaN	Universal Corporation	United States	UNIVERSAL LEAF (ASIA) PTE LTD	1.0	0.0
29174	1.284247	103.851050	LAKB2BID9759880	INFOTECH HOLDINGS PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	2004.0	Parent	INFOTECH HOLDINGS PTE. LTD.	Singapore	Private	Infotech Holdings Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	NaN	4.0	4.0	1026308.0	1.026308e+06	NaN	NaN	INFOTECH HOLDINGS PTE. LTD.	Singapore	INFOTECH HOLDINGS PTE. LTD.	1.0	1.0
29175	1.292221	103.850613	LAKB2BID4434340	BARTER.SG PTE. LTD.	7389.0	Business Services, Not Elsewhere Classified	73890000.0	Business services, nec	2009.0	Subsidiary	INTELLI SOFTWARES PTE. LTD.	Singapore	Private	Barter.Sg Pte. Ltd. is primarily engaged in furnishing business services, not elsewhere classified, such as bondspersons, drafting services, lecture bureaus, notaries public, sign painting, speakers' bureaus, water softening services, and auctioneering services, on a commission or fee basis.	NaN	Active	25.0	10.0	10.0	440460.0	4.404600e+05	NaN	NaN	INTELLI SOFTWARES PTE. LTD.	Singapore	INTELLI SOFTWARES PTE. LTD.	0.0	0.0
29176	1.277753	103.848429	LAKB2BID5541092	RYB ENGINEERING PTE LTD	1731.0	Electrical Work	17310000.0	Electrical work	1996.0	Subsidiary	CHUDENKO CORPORATION	Japan	Private	Ryb Engineering Pte Ltd is a special trade contractor primarily engaged in electrical work at the site.	NaN	Active	100.0	100.0	4556.0	6344614.0	1.402050e+09	Imports	2020-12-31T05:00:00Z	CHUDENKO CORPORATION	Japan	RYB ENGINEERING PTE LTD	1.0	0.0
29177	1.355309	103.887857	LAKB2BID5423564	DYSTAR GLOBAL HOLDINGS (SINGAPORE) PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67199901.0	Investment holding companies, except banks	2009.0	Subsidiary	SENDA INTERNATIONAL CAPITAL LIMITED	Hong Kong SAR	Private	Dystar Global Holdings (Singapore) Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	NaN	50.0	6615.0	2949122.0	2.943975e+09	NaN	2020-12-31T05:00:00Z	Zhejiang Longsheng Group Co., Ltd.	China	DYSTAR GLOBAL HOLDINGS (SINGAPORE) PTE. LTD.	1.0	0.0
29178	1.319605	103.898298	LAKB2BID6196188	ORTUS HOLDINGS LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	NaN	Independent	NaN	NaN	Private	Ortus Holdings Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	NaN	4.0	4.0	1026308.0	1.026308e+06	NaN	NaN	NaN	NaN	NaN	0.0	0.0
29179	1.316363	103.924303	LAKB2BID6100985	ABRDN ASIA LIMITED	6726.0	Unit Investment Trusts, Face-Amount Certificate offices, and Closed-End Management Investment Offices	67269905.0	Management investment funds, closed-end	1991.0	Subsidiary	ABRDN HOLDINGS LIMITED	United Kingdom	Public	Abrdn Asia Limited is primarily engaged in issuing unit investment trusts or face-amount certificates; and in issuing shares, other than unit investment trusts and face-amount certificate companies, whose shares contain no provision requiring redemption by the company upon request of the security holder. Unit investment trust companies (1) are organized under a trust indenture, contract of custodianship or agency, or similar instrument; (2) do not have a board of directors; and (3) issue only securities redeemable at the request of the security holder, each of which represents an undivided interest in a unit of specified securities, but does not include voting trusts. Face-amount certificates, sometimes referred to as guaranteed face-amount certificates, are essentially obligations of the issuing company to pay a fixed sum at a specified maturity date and usually require periodic payments by the purchaser.	NaN	Active	NaN	5.0	NaN	228973073.0	4.114318e+08	Exports	2021-12-31T05:00:00Z	ABRDN HOLDINGS LIMITED	United Kingdom	ABRDN ASIA LIMITED	1.0	0.0
29180	1.295595	103.858968	LAKB2BID5144338	FANSIPAN HOLDINGS PTE. LTD.	6719.0	Offices of Holding Companies, Not Elsewhere Classified	67190000.0	Holding companies, nec	2018.0	Subsidiary	ENCYCLIA 1 INVESTMENTS PTE. LTD.	Singapore	Private	Fansipan Holdings Pte. Ltd. is primarily engaged in holding or owning securities of companies other than banks, for the sole purpose of exercising some degree of control over the activities of the companies whose securities they hold.	NaN	Active	10.0	4.0	4.0	1026308.0	1.026308e+06	NaN	NaN	65EP INVESTMENT I PTE. LTD.	Singapore	65EP INVESTMENT I PTE. LTD.	0.0	0.0
29181	1.311769	103.801710	LAKB2BID6700434	WHOLESOME FOOD PEOPLE PTE. LTD.	5099.0	Durable Goods, Not Elsewhere Classified	50990000.0	Durable goods, nec	2018.0	Subsidiary	TRUSSCO HOLDINGS PTE. LTD.	Singapore	Private	Wholesome Food People Pte. Ltd. is primarily engaged in the wholesale distribution of durable goods, not elsewhere classified, such as musical instruments and forest products, except lumber.	NaN	Active	11.0	4.0	4.0	1026308.0	1.026308e+06	NaN	NaN	TRUSSCO HOLDINGS PTE. LTD.	Singapore	TRUSSCO HOLDINGS PTE. LTD.	0.0	0.0

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